{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,10]],"date-time":"2026-06-10T16:43:21Z","timestamp":1781109801631,"version":"3.54.1"},"reference-count":228,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"1","license":[{"start":{"date-parts":[[2020,1,1]],"date-time":"2020-01-01T00:00:00Z","timestamp":1577836800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2020,1,1]],"date-time":"2020-01-01T00:00:00Z","timestamp":1577836800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2020,1,1]],"date-time":"2020-01-01T00:00:00Z","timestamp":1577836800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Commun. Surv. Tutorials"],"published-print":{"date-parts":[[2020]]},"DOI":"10.1109\/comst.2019.2943405","type":"journal-article","created":{"date-parts":[[2019,9,24]],"date-time":"2019-09-24T19:55:40Z","timestamp":1569354940000},"page":"38-67","source":"Crossref","is-referenced-by-count":229,"title":["Machine Learning Meets Computation and Communication Control in Evolving Edge and Cloud: Challenges and Future Perspective"],"prefix":"10.1109","volume":"22","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-0881-3818","authenticated-orcid":false,"given":"Tiago Koketsu","family":"Rodrigues","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-5576-4735","authenticated-orcid":false,"given":"Katsuya","family":"Suto","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-7374-2772","authenticated-orcid":false,"given":"Hiroki","family":"Nishiyama","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-9920-4956","authenticated-orcid":false,"given":"Jiajia","family":"Liu","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-8769-302X","authenticated-orcid":false,"given":"Nei","family":"Kato","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref170","year":"2019","journal-title":"TensorFlow&#x2122;"},{"key":"ref172","year":"2019","journal-title":"DeepMind"},{"key":"ref171","year":"2019","journal-title":"Google AI"},{"key":"ref174","doi-asserted-by":"publisher","DOI":"10.1109\/IJCNN.2010.5596468"},{"key":"ref173","doi-asserted-by":"publisher","DOI":"10.1007\/BF01442176"},{"key":"ref176","doi-asserted-by":"publisher","DOI":"10.1109\/EI2.2017.8245663"},{"key":"ref175","doi-asserted-by":"publisher","DOI":"10.1016\/0169-7439(87)80084-9"},{"key":"ref178","author":"yang","year":"2019","journal-title":"A Theoretical Analysis of Deep Q-Learning"},{"key":"ref177","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP.2017.7952663"},{"key":"ref168","doi-asserted-by":"publisher","DOI":"10.1016\/j.neunet.2014.09.003"},{"key":"ref169","first-page":"1519","article-title":"A study on deep neural networks framework","author":"yi","year":"2016","journal-title":"Proc IEEE Adv Inf Manag Commun Electron Autom Control Conf (IMCEC)"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1147\/rd.33.0210"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1109\/WiSPNET.2017.8300169"},{"key":"ref33","year":"2018","journal-title":"Forecast The Internet of Things"},{"key":"ref32","year":"2018","journal-title":"5G The Internet for Everyone and Everything"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/WF-IoT.2018.8355198"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2017.2767608"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1109\/IISA.2017.8316459"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1109\/MIC.2016.124"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1109\/COMPSAC.2017.190"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/eScience.2017.52"},{"key":"ref181","doi-asserted-by":"publisher","DOI":"10.23919\/ITU-WT.2018.8597889"},{"key":"ref180","first-page":"8778","article-title":"Generalized cross entropy loss for training deep neural networks with noisy labels","author":"zhang","year":"2018","journal-title":"Advances in Neural IInformation Processing Systems"},{"key":"ref185","author":"tang","year":"2015","journal-title":"Deep learning using linear support vector machines"},{"key":"ref184","first-page":"1","article-title":"Reducing the run-time complexity of support vector machines","author":"osuna","year":"1998","journal-title":"Proc IAPR Int Conf Pattern Recognit (ICPR)"},{"key":"ref183","doi-asserted-by":"crossref","DOI":"10.7551\/mitpress\/4175.001.0001","author":"scholkopf","year":"2001","journal-title":"Learning With Kernels Support Vector Machines Regularization Optimization and Beyond"},{"key":"ref182","doi-asserted-by":"publisher","DOI":"10.1109\/ICECA.2017.8212711"},{"key":"ref189","author":"lee","year":"1997","journal-title":"Bayesian Statistics"},{"key":"ref188","doi-asserted-by":"publisher","DOI":"10.1109\/ICPR.2010.112"},{"key":"ref187","doi-asserted-by":"publisher","DOI":"10.1109\/CSSE.2008.1231"},{"key":"ref186","doi-asserted-by":"publisher","DOI":"10.5120\/ijca2015906480"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/CCWC.2018.8301668"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/MPRV.2009.82"},{"key":"ref179","doi-asserted-by":"publisher","DOI":"10.1109\/ICTAI.2018.00012"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/COMST.2015.2444095"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/TNET.2015.2487344"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/FiCloud.2014.83"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/ICC.2017.7996358"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/IEEESTD.2018.8423800"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/WiSPNET.2017.8299819"},{"key":"ref26","year":"2019","journal-title":"Multi-access Edge Computing (MEC)"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/COMST.2017.2705720"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1016\/j.jnca.2017.01.016"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1109\/ICMLA.2015.205"},{"key":"ref154","first-page":"1","article-title":"Bayesian Q-learning","author":"dearden","year":"1998","journal-title":"Proc 15th Conf Artificial Intell AAAAI-98"},{"key":"ref153","doi-asserted-by":"publisher","DOI":"10.1109\/TCOMM.2018.2866572"},{"key":"ref156","doi-asserted-by":"publisher","DOI":"10.1038\/nature14236"},{"key":"ref155","doi-asserted-by":"publisher","DOI":"10.1109\/TVT.2018.2867191"},{"key":"ref150","doi-asserted-by":"publisher","DOI":"10.1007\/BF00992698"},{"key":"ref152","first-page":"2094","article-title":"Deep reinforcement learning with double Q-learning","author":"van hasselt","year":"2016","journal-title":"Proc 30th AAAI Conf Artif Intell"},{"key":"ref151","doi-asserted-by":"publisher","DOI":"10.1109\/ISWCS.2018.8491089"},{"key":"ref146","doi-asserted-by":"publisher","DOI":"10.1109\/WCSP.2017.8171178"},{"key":"ref147","doi-asserted-by":"publisher","DOI":"10.1109\/4235.996017"},{"key":"ref148","doi-asserted-by":"publisher","DOI":"10.1007\/978-94-015-7744-1"},{"key":"ref149","doi-asserted-by":"publisher","DOI":"10.1109\/TCCN.2017.2725277"},{"key":"ref59","first-page":"85","article-title":"Access point ranking for cloudlet placement in edge computing environment","author":"yang","year":"2016","journal-title":"Proc IEEE\/ACM Symp Edge Computing"},{"key":"ref58","doi-asserted-by":"publisher","DOI":"10.1109\/JSAC.2017.2760478"},{"key":"ref57","author":"kaur","year":"2019","journal-title":"A Comprehensive Survey on Architecture for Big Data Processing in Mobile Edge Computing Environments From Hype to Reality"},{"key":"ref56","doi-asserted-by":"publisher","DOI":"10.1109\/COMST.2017.2717482"},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2017.2750180"},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2017.2778504"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1109\/COMST.2017.2745201"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1016\/j.future.2018.06.042"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1007\/978-94-009-0279-4_9"},{"key":"ref167","first-page":"2595","article-title":"Parallelized stochastic gradient descent","author":"zinkevich","year":"2010","journal-title":"Advances in Neural Information Processing Systems 23"},{"key":"ref166","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-7908-2604-3_16"},{"key":"ref165","doi-asserted-by":"publisher","DOI":"10.1109\/SmartIoT.2018.00042"},{"key":"ref164","author":"hagan","year":"1996","journal-title":"Neural Network Design"},{"key":"ref163","doi-asserted-by":"publisher","DOI":"10.1007\/s00158-018-2101-5"},{"key":"ref162","author":"alpaydin","year":"2004","journal-title":"Introduction to Machine Learning"},{"key":"ref161","doi-asserted-by":"publisher","DOI":"10.1109\/5254.708428"},{"key":"ref160","doi-asserted-by":"publisher","DOI":"10.1109\/WCSP.2018.8555695"},{"key":"ref4","year":"2018","journal-title":"Google Cloud Computing Hosting Services & APIs | Google Cloud Platform"},{"key":"ref3","author":"columbus","year":"2017","journal-title":"Cloud Computing Market Projected to Reach 411B by 2020"},{"key":"ref6","year":"2018","journal-title":"Microsoft azure Cloud computing platform and services"},{"key":"ref5","year":"2018","journal-title":"Amazon Web Services (AWS)&#x2014;Cloud Computing Services"},{"key":"ref159","article-title":"Linear discriminant analysis","author":"riffenburgh","year":"1957"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/DeSE.2017.21"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/MC.2010.98"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1109\/COMST.2014.2320099"},{"key":"ref157","doi-asserted-by":"publisher","DOI":"10.1109\/CBD.2018.00072"},{"key":"ref158","first-page":"36","article-title":"Ant colony optimization","author":"dorigo","year":"2011","journal-title":"Encyclopedia of Machine Learning"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.21236\/ADA306271"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1109\/COMST.2017.2727878"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1109\/COMST.2017.2707140"},{"key":"ref48","first-page":"1","article-title":"Optimization of wireless sensor networks MAC protocols using machine learning: A survey","author":"zubir","year":"2017","journal-title":"Proc Int Conf Eng Technol Technopreneurship (ICE2T)"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1109\/ICIIECS.2017.8275960"},{"key":"ref42","first-page":"1","article-title":"Pattern recognition and machine learning","volume":"16","author":"nasrabadi","year":"2007","journal-title":"J Electron Imag"},{"key":"ref41","author":"bishop","year":"2006","journal-title":"Pattern Recognition and Machine Learning"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1109\/TCCN.2018.2881442"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1023\/A:1022602019183"},{"key":"ref73","doi-asserted-by":"publisher","DOI":"10.1109\/ICC.2017.7997282"},{"key":"ref72","doi-asserted-by":"publisher","DOI":"10.1109\/TSUSC.2017.2715662"},{"key":"ref71","doi-asserted-by":"publisher","DOI":"10.1109\/ICPP.2015.12"},{"key":"ref70","doi-asserted-by":"publisher","DOI":"10.1109\/TVT.2018.2808171"},{"key":"ref76","doi-asserted-by":"publisher","DOI":"10.1109\/ATNAC.2017.8215372"},{"key":"ref77","doi-asserted-by":"publisher","DOI":"10.1109\/TNSM.2017.2706085"},{"key":"ref74","doi-asserted-by":"publisher","DOI":"10.1109\/TCOMM.2017.2699660"},{"key":"ref75","doi-asserted-by":"publisher","DOI":"10.1109\/TSC.2017.2662008"},{"key":"ref78","doi-asserted-by":"publisher","DOI":"10.1109\/MCC.2017.25"},{"key":"ref79","doi-asserted-by":"publisher","DOI":"10.1109\/MCC.2014.51"},{"key":"ref60","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2018.2811808"},{"key":"ref62","doi-asserted-by":"publisher","DOI":"10.1109\/UCC.2013.28"},{"key":"ref61","doi-asserted-by":"publisher","DOI":"10.1109\/GLOCOM.2017.8255035"},{"key":"ref63","doi-asserted-by":"publisher","DOI":"10.1109\/ICIME.2010.5477498"},{"key":"ref64","doi-asserted-by":"publisher","DOI":"10.1109\/IC2E.2014.41"},{"key":"ref65","first-page":"249","article-title":"IaaS type cloud infrastructure assessment and monitoring","author":"kozlovszky","year":"2013","journal-title":"Proc 36th Int Conv Inf Commun Technol Electron Microelectron (MIPRO)"},{"key":"ref66","doi-asserted-by":"publisher","DOI":"10.1109\/TC.2016.2620469"},{"key":"ref67","doi-asserted-by":"publisher","DOI":"10.1109\/TC.2018.2818144"},{"key":"ref68","doi-asserted-by":"publisher","DOI":"10.1109\/MNET.2018.1700202"},{"key":"ref69","doi-asserted-by":"publisher","DOI":"10.1109\/LCOMM.2018.2801866"},{"key":"ref197","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2014.2362012"},{"key":"ref198","doi-asserted-by":"publisher","DOI":"10.1109\/JSTSP.2018.2848230"},{"key":"ref199","doi-asserted-by":"publisher","DOI":"10.1109\/TNSM.2018.2815280"},{"key":"ref193","doi-asserted-by":"publisher","DOI":"10.1201\/CHHANMODSTA"},{"key":"ref194","doi-asserted-by":"publisher","DOI":"10.1016\/j.cma.2012.03.019"},{"key":"ref195","doi-asserted-by":"publisher","DOI":"10.3115\/1219840.1219885"},{"key":"ref196","doi-asserted-by":"publisher","DOI":"10.2307\/3318737"},{"key":"ref95","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2018.2834623"},{"key":"ref94","doi-asserted-by":"publisher","DOI":"10.1109\/MASS.2017.91"},{"key":"ref190","doi-asserted-by":"publisher","DOI":"10.1046\/j.0305-9049.2003.00095.x"},{"key":"ref93","doi-asserted-by":"publisher","DOI":"10.1109\/JSAC.2017.2760186"},{"key":"ref191","doi-asserted-by":"publisher","DOI":"10.1214\/06-BA117A"},{"key":"ref92","doi-asserted-by":"publisher","DOI":"10.1109\/CLOUD.2017.74"},{"key":"ref192","doi-asserted-by":"publisher","DOI":"10.1017\/CBO9780511802478"},{"key":"ref91","doi-asserted-by":"publisher","DOI":"10.1109\/TVT.2017.2672701"},{"key":"ref90","doi-asserted-by":"publisher","DOI":"10.1109\/WCSP.2017.8170956"},{"key":"ref98","doi-asserted-by":"publisher","DOI":"10.1109\/SEC.2018.00043"},{"key":"ref99","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2018.2799707"},{"key":"ref96","doi-asserted-by":"publisher","DOI":"10.1109\/SmartWorld.2018.00203"},{"key":"ref97","doi-asserted-by":"publisher","DOI":"10.1109\/EDGE.2018.00016"},{"key":"ref82","doi-asserted-by":"publisher","DOI":"10.1109\/PIMRC.2016.7794955"},{"key":"ref81","doi-asserted-by":"publisher","DOI":"10.1109\/PADS.2008.28"},{"key":"ref84","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2017.2750030"},{"key":"ref83","doi-asserted-by":"publisher","DOI":"10.1109\/LWC.2017.2696539"},{"key":"ref80","doi-asserted-by":"publisher","DOI":"10.1109\/TCC.2018.2794344"},{"key":"ref89","doi-asserted-by":"publisher","DOI":"10.1109\/MCOM.2016.7537176"},{"key":"ref85","doi-asserted-by":"publisher","DOI":"10.1109\/LCOMM.2017.2690678"},{"key":"ref86","doi-asserted-by":"publisher","DOI":"10.1109\/TVT.2018.2846232"},{"key":"ref87","doi-asserted-by":"publisher","DOI":"10.1109\/CCGRID.2018.00081"},{"key":"ref88","doi-asserted-by":"publisher","DOI":"10.1109\/VTCFall.2016.7881581"},{"key":"ref200","doi-asserted-by":"publisher","DOI":"10.1016\/S0377-2217(01)00029-7"},{"key":"ref101","doi-asserted-by":"publisher","DOI":"10.1109\/JSAC.2017.2760160"},{"key":"ref100","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2017.2678102"},{"key":"ref209","doi-asserted-by":"publisher","DOI":"10.1109\/MCC.2017.3791021"},{"key":"ref203","doi-asserted-by":"publisher","DOI":"10.1016\/j.ijar.2011.08.003"},{"key":"ref204","doi-asserted-by":"publisher","DOI":"10.1145\/2576868"},{"key":"ref201","doi-asserted-by":"publisher","DOI":"10.1109\/UEMCON.2017.8249026"},{"key":"ref202","author":"yen","year":"1999","journal-title":"Fuzzy Logic Intelligence Control and Information"},{"key":"ref207","doi-asserted-by":"publisher","DOI":"10.1109\/ACSSC.2018.8645223"},{"key":"ref208","doi-asserted-by":"publisher","DOI":"10.1007\/11564096_42"},{"key":"ref205","doi-asserted-by":"publisher","DOI":"10.1109\/MCOM.2017.1700246"},{"key":"ref206","doi-asserted-by":"publisher","DOI":"10.1002\/int.20418"},{"key":"ref211","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2009.191"},{"key":"ref210","doi-asserted-by":"publisher","DOI":"10.1109\/TSMC.1985.6313426"},{"key":"ref212","doi-asserted-by":"publisher","DOI":"10.1109\/ICCSE.2017.8085477"},{"key":"ref213","doi-asserted-by":"publisher","DOI":"10.1109\/ICTER.2014.7083911"},{"key":"ref214","doi-asserted-by":"publisher","DOI":"10.1109\/WICOM.2009.5301703"},{"key":"ref215","doi-asserted-by":"publisher","DOI":"10.1109\/ICET.2007.4516315"},{"key":"ref216","doi-asserted-by":"publisher","DOI":"10.1109\/SAI.2015.7237266"},{"key":"ref217","doi-asserted-by":"publisher","DOI":"10.1109\/INFCOMW.2017.8116353"},{"key":"ref218","doi-asserted-by":"publisher","DOI":"10.1109\/RED-UAS.2017.8101673"},{"key":"ref219","doi-asserted-by":"publisher","DOI":"10.1016\/0166-218X(90)90100-Q"},{"key":"ref220","doi-asserted-by":"publisher","DOI":"10.1109\/RTSI.2016.7740634"},{"key":"ref222","doi-asserted-by":"publisher","DOI":"10.1109\/COMST.2016.2564990"},{"key":"ref221","doi-asserted-by":"publisher","DOI":"10.1109\/TII.2017.2695487"},{"key":"ref228","doi-asserted-by":"publisher","DOI":"10.1007\/s10458-012-9212-y"},{"key":"ref227","doi-asserted-by":"publisher","DOI":"10.1109\/HPCC.2012.91"},{"key":"ref226","doi-asserted-by":"publisher","DOI":"10.1109\/PERCOMW.2018.8480266"},{"key":"ref225","doi-asserted-by":"publisher","DOI":"10.1109\/AINA.2018.00088"},{"key":"ref224","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2018.2871516"},{"key":"ref223","doi-asserted-by":"publisher","DOI":"10.1109\/CC.2018.8331999"},{"key":"ref127","doi-asserted-by":"publisher","DOI":"10.1109\/TIT.2013.2291002"},{"key":"ref126","doi-asserted-by":"publisher","DOI":"10.1109\/INFOCOM.2015.7218669"},{"key":"ref125","doi-asserted-by":"publisher","DOI":"10.1016\/j.comcom.2006.09.004"},{"key":"ref124","doi-asserted-by":"publisher","DOI":"10.1145\/863955.863957"},{"key":"ref129","doi-asserted-by":"publisher","DOI":"10.1109\/VTCSpring.2015.7145938"},{"key":"ref128","first-page":"36","article-title":"Predicting a user&#x2019;s next cell with supervised learning based on channel states","author":"chen","year":"2013","journal-title":"Proc IEEE 14th Workshop Signal Process Adv Wireless Commun (SPAWC)"},{"key":"ref130","doi-asserted-by":"publisher","DOI":"10.1109\/TPSD.2008.4562719"},{"key":"ref133","doi-asserted-by":"publisher","DOI":"10.1109\/SURV.2012.100412.00017"},{"key":"ref134","doi-asserted-by":"publisher","DOI":"10.1109\/MPRV.2004.1321031"},{"key":"ref131","doi-asserted-by":"publisher","DOI":"10.1109\/VTCSpring.2015.7145764"},{"key":"ref132","first-page":"38","article-title":"A novel passive bandwidth reservation algorithm based on neural networks path prediction in wireless environments","author":"fazio","year":"2010","journal-title":"Int Symp Perf Eval Comput Telecommun Syst (SPECTS)"},{"key":"ref136","author":"altman","year":"1999","journal-title":"Constrained Markov Decision Processes"},{"key":"ref135","doi-asserted-by":"publisher","DOI":"10.1109\/49.790486"},{"key":"ref138","doi-asserted-by":"publisher","DOI":"10.1023\/A:1007465528199"},{"key":"ref137","doi-asserted-by":"publisher","DOI":"10.1109\/IEEE.EDGE.2017.30"},{"key":"ref139","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-4419-1742-3"},{"key":"ref140","doi-asserted-by":"publisher","DOI":"10.1109\/GLOCOM.2017.8254636"},{"key":"ref141","doi-asserted-by":"publisher","DOI":"10.2307\/2346830"},{"key":"ref142","doi-asserted-by":"publisher","DOI":"10.1109\/CSCloud\/EdgeCom.2018.00031"},{"key":"ref143","doi-asserted-by":"publisher","DOI":"10.1126\/science.1242072"},{"key":"ref144","first-page":"760","article-title":"Particle swarm optimization","author":"kennedy","year":"2011","journal-title":"Encyclopedia of Machine Learning"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/CCWC.2018.8301738"},{"key":"ref145","author":"weibull","year":"1997","journal-title":"Evolutionary Game Theory"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/HPCC.2008.172"},{"key":"ref109","doi-asserted-by":"publisher","DOI":"10.1109\/CCWC.2019.8666572"},{"key":"ref108","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2017.2776358"},{"key":"ref107","doi-asserted-by":"publisher","DOI":"10.1109\/ICC.2018.8422754"},{"key":"ref106","doi-asserted-by":"publisher","DOI":"10.1109\/GLOCOM.2017.8253985"},{"key":"ref105","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2017.2774837"},{"key":"ref104","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2019.2905420"},{"key":"ref103","doi-asserted-by":"publisher","DOI":"10.1109\/TMM.2018.2865661"},{"key":"ref102","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2018.2828102"},{"key":"ref111","doi-asserted-by":"publisher","DOI":"10.1145\/3138808.3138810"},{"key":"ref112","doi-asserted-by":"publisher","DOI":"10.1007\/978-0-387-84858-7"},{"key":"ref110","first-page":"1935","article-title":"Resource-efficient machine learning in 2 KB RAM for the Internet of Things","author":"kumar","year":"2017","journal-title":"Proc 34th Int Conf Mach Learn"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/SMAP.2015.7370082"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.23919\/ICACT.2017.7890067"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2018.2805263"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/ICC.2017.7997477"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/FGCT.2017.8103399"},{"key":"ref15","first-page":"500","article-title":"Assessing effect of cloud distance on end user&#x2019;s quality of experience (QoE)","author":"laghari","year":"2016","journal-title":"Proc 2nd IEEE Int Conf Comput Commun (ICCC)"},{"key":"ref118","doi-asserted-by":"publisher","DOI":"10.1109\/BlackSeaCom.2017.8277675"},{"key":"ref16","author":"fogarty","year":"2013","journal-title":"In the Cloud Distance Matters for Compute Efficiency"},{"key":"ref117","doi-asserted-by":"publisher","DOI":"10.1049\/iet-net.2017.0212"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/FMEC.2017.7946409"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.3850\/9783981537079_0531"},{"key":"ref119","doi-asserted-by":"publisher","DOI":"10.1109\/GLOCOM.2017.8254746"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/SMC.2016.7844856"},{"key":"ref114","doi-asserted-by":"publisher","DOI":"10.1287\/orsc.2.1.71"},{"key":"ref113","article-title":"Machine learning: Fundamentals","author":"kang","year":"2019","journal-title":"Prognostics and Health Management of Electronics Fundamentals Machine Learning and the Internet of Things"},{"key":"ref116","doi-asserted-by":"publisher","DOI":"10.1109\/PIMRC.2017.8292227"},{"key":"ref115","doi-asserted-by":"publisher","DOI":"10.1109\/EMR.2018.2864753"},{"key":"ref120","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2018.2811724"},{"key":"ref121","doi-asserted-by":"publisher","DOI":"10.1109\/PCCC.2017.8280492"},{"key":"ref122","doi-asserted-by":"publisher","DOI":"10.1109\/MCI.2017.2773824"},{"key":"ref123","doi-asserted-by":"publisher","DOI":"10.1109\/ICC.2017.7996439"}],"container-title":["IEEE Communications Surveys &amp; Tutorials"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/9739\/9031610\/08847416.pdf?arnumber=8847416","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,7,24]],"date-time":"2024-07-24T00:02:20Z","timestamp":1721779340000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/8847416\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2020]]},"references-count":228,"journal-issue":{"issue":"1"},"URL":"https:\/\/doi.org\/10.1109\/comst.2019.2943405","relation":{},"ISSN":["1553-877X","2373-745X"],"issn-type":[{"value":"1553-877X","type":"electronic"},{"value":"2373-745X","type":"electronic"}],"subject":[],"published":{"date-parts":[[2020]]}}}